{"id":"https://openalex.org/W7140820945","doi":"https://doi.org/10.1109/aixvr67263.2026.00011","title":"Prototyping and Evaluating a Real-Time Neuroadaptive Virtual Reality Flight Training System","display_name":"Prototyping and Evaluating a Real-Time Neuroadaptive Virtual Reality Flight Training System","publication_year":2026,"publication_date":"2026-01-26","ids":{"openalex":"https://openalex.org/W7140820945","doi":"https://doi.org/10.1109/aixvr67263.2026.00011"},"language":null,"primary_location":{"id":"doi:10.1109/aixvr67263.2026.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aixvr67263.2026.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Evy van Weelden","orcid":null},"institutions":[{"id":"https://openalex.org/I2898155008","display_name":"Academic Center for Dentistry Amsterdam","ror":"https://ror.org/04x5wnb75","country_code":"NL","type":"education","lineage":["https://openalex.org/I2898155008"]},{"id":"https://openalex.org/I4210128644","display_name":"Atria","ror":"https://ror.org/03n243a44","country_code":"NL","type":"archive","lineage":["https://openalex.org/I4210128644"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Evy van Weelden","raw_affiliation_strings":["Netherlands Aerospace Centre,Amsterdam"],"affiliations":[{"raw_affiliation_string":"Netherlands Aerospace Centre,Amsterdam","institution_ids":["https://openalex.org/I4210128644","https://openalex.org/I2898155008"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jos M. Prinsen","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jos M. Prinsen","raw_affiliation_strings":["Tilburg University,Tilburg,Netherlands"],"affiliations":[{"raw_affiliation_string":"Tilburg University,Tilburg,Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Caterina Ceccato","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Caterina Ceccato","raw_affiliation_strings":["Vrije Universiteit,Amsterdam,NL"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit,Amsterdam,NL","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ethel Pruss","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ethel Pruss","raw_affiliation_strings":["Vrije Universiteit,Amsterdam,NL"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit,Amsterdam,NL","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anita Vrins","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anita Vrins","raw_affiliation_strings":["Vrije Universiteit,Amsterdam,NL"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit,Amsterdam,NL","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maryam Alimardani","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maryam Alimardani","raw_affiliation_strings":["Vrije Universiteit,Amsterdam,NL"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit,Amsterdam,NL","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Travis J. Wiltshire","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Travis J. Wiltshire","raw_affiliation_strings":["Tilburg University,Tilburg,Netherlands"],"affiliations":[{"raw_affiliation_string":"Tilburg University,Tilburg,Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"last","author":{"id":null,"display_name":"Max M. Louwerse","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Max M. Louwerse","raw_affiliation_strings":["Tilburg University,Tilburg,Netherlands"],"affiliations":[{"raw_affiliation_string":"Tilburg University,Tilburg,Netherlands","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2898155008","https://openalex.org/I4210128644"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91078593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.36489999294281006,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.36489999294281006,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.15950000286102295,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.10949999839067459,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6563000082969666},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5551999807357788},{"id":"https://openalex.org/keywords/training-system","display_name":"Training system","score":0.5044000148773193},{"id":"https://openalex.org/keywords/flight-training","display_name":"Flight training","score":0.4172999858856201},{"id":"https://openalex.org/keywords/flight-simulator","display_name":"Flight simulator","score":0.36250001192092896},{"id":"https://openalex.org/keywords/software-prototyping","display_name":"Software prototyping","score":0.3497999906539917},{"id":"https://openalex.org/keywords/virtual-prototyping","display_name":"Virtual prototyping","score":0.33250001072883606}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6563000082969666},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5551999807357788},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5353999733924866},{"id":"https://openalex.org/C2776857766","wikidata":"https://www.wikidata.org/wiki/Q7832987","display_name":"Training system","level":2,"score":0.5044000148773193},{"id":"https://openalex.org/C2777790407","wikidata":"https://www.wikidata.org/wiki/Q383695","display_name":"Flight training","level":3,"score":0.4172999858856201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4018999934196472},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C41376638","wikidata":"https://www.wikidata.org/wiki/Q214932","display_name":"Flight simulator","level":2,"score":0.36250001192092896},{"id":"https://openalex.org/C2776697782","wikidata":"https://www.wikidata.org/wiki/Q576460","display_name":"Software prototyping","level":4,"score":0.3497999906539917},{"id":"https://openalex.org/C2780991453","wikidata":"https://www.wikidata.org/wiki/Q3408177","display_name":"Virtual prototyping","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3310999870300293},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3012000024318695},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.2736000120639801},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.259799987077713},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aixvr67263.2026.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aixvr67263.2026.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1989711884","https://openalex.org/W1992759203","https://openalex.org/W1994877858","https://openalex.org/W2013272998","https://openalex.org/W2017164290","https://openalex.org/W2023133322","https://openalex.org/W2027068798","https://openalex.org/W2062823042","https://openalex.org/W2086486478","https://openalex.org/W2110065044","https://openalex.org/W2152905082","https://openalex.org/W2169918686","https://openalex.org/W2467152618","https://openalex.org/W2568604983","https://openalex.org/W2605382099","https://openalex.org/W2782898451","https://openalex.org/W2793350103","https://openalex.org/W2794345050","https://openalex.org/W2802589518","https://openalex.org/W2899231117","https://openalex.org/W2902776075","https://openalex.org/W2968382098","https://openalex.org/W2991135516","https://openalex.org/W3035382229","https://openalex.org/W3041698047","https://openalex.org/W3081651508","https://openalex.org/W3095244751","https://openalex.org/W3118276099","https://openalex.org/W3130848279","https://openalex.org/W3154214004","https://openalex.org/W3208116939","https://openalex.org/W4220950758","https://openalex.org/W4290988309","https://openalex.org/W4294975624","https://openalex.org/W4312869007","https://openalex.org/W4318203463","https://openalex.org/W4320482856","https://openalex.org/W4385564007","https://openalex.org/W4399801097","https://openalex.org/W4402326919"],"related_works":[],"abstract_inverted_index":{"Real-time":[0],"adjustments":[1],"to":[2,66,118,210],"task":[3],"difficulty":[4,31,186],"during":[5],"flight":[6,55,90,103,143,148,204],"training":[7,30,45,168,205,217],"are":[8],"crucial":[9],"for":[10,109],"optimizing":[11],"performance":[12,91,104,149,199],"and":[13,49,82,102,135,187,215],"managing":[14],"pilot":[15],"workload.":[16],"This":[17],"study":[18,197],"evaluated":[19],"the":[20,97,106,120,124,133,162,165,171,183,188,208],"functionality":[21],"of":[22,36,77,185,190],"a":[23,67,174,212],"pretrained":[24],"brain-computer":[25],"interface":[26],"(BCI)":[27],"that":[28,70],"adapts":[29],"based":[32],"on":[33],"real-time":[34],"estimations":[35],"workload":[37,101,153],"from":[38],"brain":[39],"signals.":[40],"Specifically,":[41],"an":[42],"EEG-based":[43],"neuro-adaptive":[44,62,125,166],"system":[46,63,169,172],"was":[47,64],"developed":[48],"tested":[50],"in":[51,73,75,105,139,182,192],"Virtual":[52],"Reality":[53],"(VR)":[54],"simulations":[56],"with":[57,115,123,173],"military":[58],"student":[59],"pilots.":[60],"The":[61,112,155],"compared":[65],"fixed":[68,136,175],"sequence":[69,137],"progressively":[71],"increased":[72],"difficulty,":[74],"terms":[76],"self-reported":[78],"user":[79],"engagement,":[80],"workload,":[81],"simulator":[83,108],"sickness":[84],"(subjective":[85],"measures),":[86],"as":[87,89,151],"well":[88],"(objective":[92],"metric).":[93],"Additionally,":[94],"we":[95],"explored":[96],"relationships":[98],"between":[99,132],"subjective":[100,140,152],"VR":[107,167],"each":[110],"condition.":[111],"experiments":[113],"concluded":[114],"semi-structured":[116,156],"interviews":[117,157],"elicit":[119],"pilots'":[121],"experiences":[122],"prototype.":[126],"Results":[127],"revealed":[128],"no":[129],"significant":[130],"differences":[131,179],"adaptive":[134],"conditions":[138],"measures":[141],"or":[142],"performance.":[144],"In":[145],"both":[146],"conditions,":[147],"decreased":[150],"increased.":[154],"indicated":[158],"that,":[159],"upon":[160],"briefing,":[161],"pilots":[163],"preferred":[164],"over":[170],"sequence,":[176],"although":[177],"individual":[178],"were":[180],"observed":[181],"perception":[184],"order":[189],"changes":[191],"difficulty.":[193],"Even":[194],"though":[195],"this":[196],"shows":[198],"does":[200],"not":[201],"change,":[202],"BCI-based":[203],"systems":[206],"hold":[207],"potential":[209],"provide":[211],"more":[213],"personalized":[214],"varied":[216],"experience.":[218]},"counts_by_year":[],"updated_date":"2026-03-28T06:11:35.319607","created_date":"2025-12-19T00:00:00"}
